Recent two-stage approaches [1]}, [2]} have shown promising capabilities in improving depth quality on perspective images. However, it remains unclear whether the two-stage approach will be applicable for 360 images, as there are many fundamental differences between the perspective images and 360 images, such as camera projection model, image distortion, and field of view (FoV).
